schema_version stringclasses 1
value | event dict | identity_context dict | causal_telemetry_stream listlengths 7 7 | reasoning_trace dict | detection_logic dict | simulation dict |
|---|---|---|---|---|---|---|
1.0.0-atlas-apex-sample | {
"confidence": 0.94,
"id": "ATLAS-104541",
"outcome": "rolled_back",
"strategic_value": "high",
"timestamp": "2026-01-04T03:41:00Z",
"trace_id": "920e138d-75b3-e9a9-28b3-e4842c69bae9"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.89"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.879,
"latency_ms": 2555,
"timestamp": "2026-01-04T01:17:46.582576Z",
"value_at_risk_usd": 23035190.25
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 67,
"confidence_threshold": 0.742,
"counterfactual_considered": true,
"decision_depth": 7,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 82.3
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.713",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.767,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.514,
"id": "ATLAS-105362",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-04T17:22:00Z",
"trace_id": "c2d88b14-4154-52c4-1455-3e8cf1d4fcfa"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.75"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.494,
"latency_ms": 1698,
"timestamp": "2026-01-04T15:03:07.450973Z",
"value_at_risk_usd": 20307683.01
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 22,
"confidence_threshold": 0.554,
"counterfactual_considered": false,
"decision_depth": 3,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": -25.33
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.671",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.864,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.726,
"id": "ATLAS-101243",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-01T20:43:00Z",
"trace_id": "9b14a10a-c156-249b-cb94-3a4c66c351df"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.81"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.623,
"latency_ms": 2180,
"timestamp": "2026-01-01T17:37:00.887323Z",
"value_at_risk_usd": 12758562.1
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 148,
"confidence_threshold": 0.752,
"counterfactual_considered": true,
"decision_depth": 13,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": 46.02
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.712",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.534,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.509,
"id": "ATLAS-104832",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-04T08:32:00Z",
"trace_id": "b6ebf561-6240-8061-81f8-bddce1286555"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L2_Assisted",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLOIT-0.21"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.719,
"latency_ms": 2646,
"timestamp": "2026-01-04T05:38:06.096784Z",
"value_at_risk_usd": 18129754.05
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 75,
"confidence_threshold": 0.553,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": 91.42
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.735",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.842,
"signal_conflicts": [
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.715,
"id": "ATLAS-103502",
"outcome": "rolled_back",
"strategic_value": "medium",
"timestamp": "2026-01-03T10:22:00Z",
"trace_id": "5679a226-31a6-3035-eee7-7a5fd26694c6"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.34"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.676,
"latency_ms": 1952,
"timestamp": "2026-01-03T08:14:57.647039Z",
"value_at_risk_usd": 14493538.01
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 13,
"confidence_threshold": 0.79,
"counterfactual_considered": true,
"decision_depth": 5,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 64.51
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.78",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.52,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.405,
"id": "ATLAS-104419",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-04T01:39:00Z",
"trace_id": "e9c1f7fc-308c-4ee2-06e2-20ce3e6702fc"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.15"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.536,
"latency_ms": 3719,
"timestamp": "2026-01-04T00:14:11.501682Z",
"value_at_risk_usd": 8325706
},
{
"data_source": "demand_forecaster",
"domain": "e... | {
"branches_evaluated": 50,
"confidence_threshold": 0.856,
"counterfactual_considered": false,
"decision_depth": 9,
"primary_objective": "hedge_tail_exposure",
"winning_branch_reward": -22.53
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.718",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.539,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.965,
"id": "ATLAS-101573",
"outcome": "escalated_to_human",
"strategic_value": "medium",
"timestamp": "2026-01-02T02:13:00Z",
"trace_id": "61bf5608-89e1-065a-2778-f7c86f6ba6e7"
} | {
"agent_type": "AI_Scientist",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-AGGRESSIVE-0.73"
} | [
{
"data_source": "literature_corpus",
"domain": "biotech",
"event_name": "HYPOTHESIS_GENERATED",
"fidelity_score": 0.885,
"latency_ms": 2373,
"timestamp": "2026-01-01T22:14:16.662193Z",
"value_at_risk_usd": 7822115.35
},
{
"data_source": "wetlab_protocol",
"domain": "biotech"... | {
"branches_evaluated": 16,
"confidence_threshold": 0.609,
"counterfactual_considered": true,
"decision_depth": 11,
"primary_objective": "compress_hypothesis_to_validation_time",
"winning_branch_reward": -25.04
} | {
"anomaly_description": "autonomous_scientific_discovery step chain spanning 4 domains with avg fidelity 0.751",
"cross_domain_signal_count": 4,
"predictive_fidelity": 0.658,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "autonomous_scientific_discovery",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.568,
"id": "ATLAS-109589",
"outcome": "partial_success",
"strategic_value": "medium",
"timestamp": "2026-01-07T15:49:00Z",
"trace_id": "cbfcdb29-4321-4f67-2f84-0508320c452c"
} | {
"agent_type": "Orchestrator",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-EXPLORE-0.27"
} | [
{
"data_source": "health_telemetry_bus",
"domain": "robotics",
"event_name": "SWARM_NODE_FAILURE_DETECTED",
"fidelity_score": 0.514,
"latency_ms": 2587,
"timestamp": "2026-01-07T15:23:07.852059Z",
"value_at_risk_usd": 19758391.21
},
{
"data_source": "simulation_twin",
"domain... | {
"branches_evaluated": 72,
"confidence_threshold": 0.622,
"counterfactual_considered": true,
"decision_depth": 10,
"primary_objective": "restore_service_with_minimal_disruption",
"winning_branch_reward": 36.53
} | {
"anomaly_description": "distributed_system_coordination step chain spanning 3 domains with avg fidelity 0.842",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.846,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "digital_twin_state_sync",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "distributed_system_coordination",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.562,
"id": "ATLAS-106042",
"outcome": "objective_achieved",
"strategic_value": "critical",
"timestamp": "2026-01-05T04:42:00Z",
"trace_id": "cbb19208-9ea9-5010-e40b-018eeaef3068"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.35"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.551,
"latency_ms": 2730,
"timestamp": "2026-01-05T01:20:48.749752Z",
"value_at_risk_usd": 20931846.25
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 76,
"confidence_threshold": 0.596,
"counterfactual_considered": false,
"decision_depth": 11,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 38.16
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.796",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.556,
"signal_conflicts": [
"temporal_inversion",
"value_at_risk_divergence"
]
} | {
"cross_domain_sync_mechanism": "cross_domain_oracle",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.718,
"id": "ATLAS-104293",
"outcome": "escalated_to_human",
"strategic_value": "critical",
"timestamp": "2026-01-03T23:33:00Z",
"trace_id": "464364cf-47cc-ae4e-d977-b178a55376eb"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.25"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.786,
"latency_ms": 3333,
"timestamp": "2026-01-03T21:42:42.741613Z",
"value_at_risk_usd": 11993276.06
},
{
"data_source": "demand_forecaster",
"domain"... | {
"branches_evaluated": 67,
"confidence_threshold": 0.868,
"counterfactual_considered": true,
"decision_depth": 6,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 62.22
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.693",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.951,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "shared_knowledge_graph",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.851,
"id": "ATLAS-103938",
"outcome": "objective_achieved",
"strategic_value": "medium",
"timestamp": "2026-01-03T17:38:00Z",
"trace_id": "ffb4b883-1ec2-34e9-dcb9-ca29ec23730f"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.11"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.68,
"latency_ms": 2177,
"timestamp": "2026-01-03T13:46:09.396590Z",
"value_at_risk_usd": 1467836.32
},
{
"data_source": "demand_forecaster",
"domain": ... | {
"branches_evaluated": 25,
"confidence_threshold": 0.715,
"counterfactual_considered": true,
"decision_depth": 3,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 0.7
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.644",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.941,
"signal_conflicts": [
"value_at_risk_divergence",
"fidelity_mismatch"
]
} | {
"cross_domain_sync_mechanism": "temporal_lockstep",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.588,
"id": "ATLAS-104665",
"outcome": "objective_achieved",
"strategic_value": "high",
"timestamp": "2026-01-04T05:45:00Z",
"trace_id": "a9897ed6-2c4c-540a-5f83-779e6b57203e"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L4_Conditional",
"escalation_chain": [
"agent_runtime",
"domain_expert",
"governance_board"
],
"human_approval_required": false,
"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.42"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.524,
"latency_ms": 747,
"timestamp": "2026-01-04T02:35:24.902295Z",
"value_at_risk_usd": 21322289.47
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 16,
"confidence_threshold": 0.561,
"counterfactual_considered": true,
"decision_depth": 4,
"primary_objective": "exploit_cross_domain_signal_lead_time",
"winning_branch_reward": 10.54
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.689",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.834,
"signal_conflicts": []
} | {
"cross_domain_sync_mechanism": "event_sourced_bus",
"engine": "atlas_apex_sim_v1",
"intended_use": [
"cross_domain_reasoning",
"autonomous_decision_modeling",
"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
1.0.0-atlas-apex-sample | {
"confidence": 0.528,
"id": "ATLAS-104820",
"outcome": "partial_success",
"strategic_value": "high",
"timestamp": "2026-01-04T08:20:00Z",
"trace_id": "c53c577d-d6ed-430c-bca2-7db7ebd10fce"
} | {
"agent_type": "Trading_Agent",
"autonomy_level": "L3_Supervised",
"escalation_chain": [
"agent_runtime",
"domain_expert"
],
"human_approval_required": true,
"reasoning_dna": "DNA-0000-MCTS-HYBRID-0.54"
} | [
{
"data_source": "earth_observation_feed",
"domain": "space",
"event_name": "SATELLITE_SIGNAL_DETECTED",
"fidelity_score": 0.549,
"latency_ms": 1171,
"timestamp": "2026-01-04T04:27:02.939537Z",
"value_at_risk_usd": 9153318.59
},
{
"data_source": "demand_forecaster",
"domain":... | {
"branches_evaluated": 41,
"confidence_threshold": 0.893,
"counterfactual_considered": true,
"decision_depth": 9,
"primary_objective": "maximize_risk_adjusted_return",
"winning_branch_reward": 67.11
} | {
"anomaly_description": "ai_driven_economic_decisions step chain spanning 3 domains with avg fidelity 0.589",
"cross_domain_signal_count": 3,
"predictive_fidelity": 0.582,
"signal_conflicts": [
"fidelity_mismatch",
"value_at_risk_divergence"
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} | {
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
{
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-05T21:09:00Z",
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} | {
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],
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"reasoning_dna": "DNA-0000-MCTS-CONSERVATIVE-0.6"
} | [
{
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},
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-03T17:39:00Z",
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} | {
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],
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
{
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... | {
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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} | {
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],
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} | [
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"timestamp": "2026-01-04T08:03:53.985279Z",
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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} | {
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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} | {
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],
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} | [
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},
{
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} | {
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]
} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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"timestamp": "2026-01-02T16:16:00Z",
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} | {
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],
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} | [
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},
{
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} | {
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} | {
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],
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} |
1.0.0-atlas-apex-sample | {
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} | {
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],
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} | [
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},
{
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} | {
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} | {
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"reinforcement_learning",
"strategic_ai_research"
],
"scenario_class": "ai_driven_economic_decisions",
"synthetic": true
} |
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